Triple

T2550767
Position Surface form Disambiguated ID Type / Status
Subject Committee on Trade in Financial Services E56618 entity
Predicate legalBasis P125 FINISHED
Object Understanding on Commitments in Financial Services
The Understanding on Commitments in Financial Services is a World Trade Organization instrument that clarifies and strengthens member countries’ market access and national treatment commitments in the financial services sector under the General Agreement on Trade in Services (GATS).
E276615 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Understanding on Commitments in Financial Services | Statement: [Committee on Trade in Financial Services, legalBasis, Understanding on Commitments in Financial Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Understanding on Commitments in Financial Services
Context triple: [Committee on Trade in Financial Services, legalBasis, Understanding on Commitments in Financial Services]
  • A. AIM Rules for Nominated Advisers
    AIM Rules for Nominated Advisers are a regulatory framework issued by the London Stock Exchange that sets out the eligibility, responsibilities, and ongoing obligations of nominated advisers overseeing companies listed on the Alternative Investment Market.
  • B. Secure and Fair Enforcement for Mortgage Licensing Act
    The Secure and Fair Enforcement for Mortgage Licensing Act is a U.S. law that establishes nationwide standards and a registration system to enhance accountability and consumer protection in the residential mortgage industry.
  • C. Task Force on Consumer Compliance
    The Task Force on Consumer Compliance is a specialized committee that develops and coordinates federal policies and examination procedures to ensure financial institutions comply with consumer protection laws and regulations.
  • D. Regulation Z
    Regulation Z is a key U.S. federal rule implementing the Truth in Lending Act, requiring clear disclosure of credit terms and costs to protect consumers in credit transactions.
  • E. Regulation CC
    Regulation CC is a U.S. Federal Reserve regulation that governs the availability of funds and the collection and return of checks in the banking system.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Understanding on Commitments in Financial Services
Triple: [Committee on Trade in Financial Services, legalBasis, Understanding on Commitments in Financial Services]
Generated description
The Understanding on Commitments in Financial Services is a World Trade Organization instrument that clarifies and strengthens member countries’ market access and national treatment commitments in the financial services sector under the General Agreement on Trade in Services (GATS).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Understanding on Commitments in Financial Services
Target entity description: The Understanding on Commitments in Financial Services is a World Trade Organization instrument that clarifies and strengthens member countries’ market access and national treatment commitments in the financial services sector under the General Agreement on Trade in Services (GATS).
  • A. AIM Rules for Nominated Advisers
    AIM Rules for Nominated Advisers are a regulatory framework issued by the London Stock Exchange that sets out the eligibility, responsibilities, and ongoing obligations of nominated advisers overseeing companies listed on the Alternative Investment Market.
  • B. Secure and Fair Enforcement for Mortgage Licensing Act
    The Secure and Fair Enforcement for Mortgage Licensing Act is a U.S. law that establishes nationwide standards and a registration system to enhance accountability and consumer protection in the residential mortgage industry.
  • C. Task Force on Consumer Compliance
    The Task Force on Consumer Compliance is a specialized committee that develops and coordinates federal policies and examination procedures to ensure financial institutions comply with consumer protection laws and regulations.
  • D. Regulation Z
    Regulation Z is a key U.S. federal rule implementing the Truth in Lending Act, requiring clear disclosure of credit terms and costs to protect consumers in credit transactions.
  • E. Regulation CC
    Regulation CC is a U.S. Federal Reserve regulation that governs the availability of funds and the collection and return of checks in the banking system.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ab4a4bfec081908039988ec4c86e28 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2eaaf688190926a1104be12a540 completed March 7, 2026, 7:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d14a58c819094250ee393f95a37 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5db1c290819099d88815ebe97c1b completed March 9, 2026, 11:54 p.m.
NED2 Entity disambiguation (via description) batch_69af5e2cd2588190bc24c3cdd350fa70 completed March 9, 2026, 11:56 p.m.
Created at: March 6, 2026, 9:48 p.m.